Jiajun Zhou

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 90

Top Topics

Artificial Bee Colony

Top Venues

Appl. Soft Comput.

IEEE Trans. Netw. Sci. Eng.

Publications

Chao Lu, Jiajun Zhou, Liang Gao, Xinyu Li, Junliang Wang
Modeling and multi-objective optimization for energy-aware scheduling of distributed hybrid flow-shop. Appl. Soft Comput. 156 (2024)
Jiajun Zhou, Jiajun Wu, Yizhao Gao, Yuhao Ding, Chaofan Tao, Boyu Li, Fengbin Tu, Kwang-Ting Cheng, Hayden Kwok-Hay So, Ngai Wong
DyBit: Dynamic Bit-Precision Numbers for Efficient Quantized Neural Network Inference. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (5) (2024)
Lijin Wu, Shanshan Lei, Feilong Liao, Yuanjun Zheng, Yuxin Liu, Wentao Fu, Hao Song, Jiajun Zhou
EG-ConMix: An Intrusion Detection Method based on Graph Contrastive Learning. CoRR (2024)
Fei Yu, Chao Lu, Jiajun Zhou, Lvjiang Yin, Kaipu Wang
A knowledge-guided bi-population evolutionary algorithm for energy-efficient scheduling of distributed flexible job shop problem. Eng. Appl. Artif. Intell. 128 (2024)
Yifan Yang, Jiajun Zhou, Ngai Wong, Zheng Zhang
LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models. NAACL-HLT (2024)
Zhengjie Duan, Jiajun Zhou, Fangzhou Gu
Correction: Cognitive differences in product shape evaluation between real settings and virtual reality: case study of two-wheel electric vehicles. Virtual Real. 28 (3) (2024)
Xuan Jing, Xifan Yao, Min Liu, Jiajun Zhou
Multi-agent reinforcement learning based on graph convolutional network for flexible job shop scheduling. J. Intell. Manuf. 35 (1) (2024)
Feige Liu, Guiling Li, Chao Lu, Lvjiang Yin, Jiajun Zhou
A tri-individual iterated greedy algorithm for the distributed hybrid flow shop with blocking. Expert Syst. Appl. 237 (Part C) (2024)
Chengxiang Jin, Jiajun Zhou, Jie Jin, Jiajing Wu, Qi Xuan
Time-Aware Metapath Feature Augmentation for Ponzi Detection in Ethereum. IEEE Trans. Netw. Sci. Eng. 11 (4) (2024)
Jiajun Zhou, Yun Tian, Liang Gao, Chao Lu, Xifan Yao
Knowledge-aware manufacturing services collaboration: A comprehensive study of evolutionary transfer optimization approaches. Adv. Eng. Informatics 60 (2024)
Boyu Li, Kai Li, Jiajun Zhou, Yuan Ren, Wei Mao, Hao Yu, Ngai Wong
A Reconfigurable Processing Element for Multiple-Precision Floating/Fixed-Point HPC. IEEE Trans. Circuits Syst. II Express Briefs 71 (3) (2024)
Fei Yu, Chao Lu, Lvjiang Yin, Jiajun Zhou
Modeling and optimization algorithm for energy-efficient distributed assembly hybrid flowshop scheduling problem considering worker resources. J. Ind. Inf. Integr. 40 (2024)
Fei Yu, Chao Lu, Jiajun Zhou, Lvjiang Yin
Mathematical model and knowledge-based iterated greedy algorithm for distributed assembly hybrid flow shop scheduling problem with dual-resource constraints. Expert Syst. Appl. 239 (2024)
Xuanze Chen, Chenkai Hu, Shengbo Gong, Chengxiang Jin, Jiajun Zhou, Shanqing Yu, Qi Xuan
Facilitating Feature and Topology Lightweighting: An Ethereum Transaction Graph Compression Method for Malicious Account Detection. CoRR (2024)
Hao Song, Jiacheng Yao, Zhengxi Li, Shaocong Xu, Shibo Jin, Jiajun Zhou, Chenbo Fu, Qi Xuan, Shanqing Yu
A Federated Parameter Aggregation Method for Node Classification Tasks with Different Graph Network Structures. CoRR (2024)
Yifan Yang, Jiajun Zhou, Ngai Wong, Zheng Zhang
LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models. CoRR (2024)
Zhengjie Duan, Jiajun Zhou, Fangzhou Gu
Cognitive differences in product shape evaluation between real settings and virtual reality: case study of two-wheel electric vehicles. Virtual Real. 28 (3) (2024)
Jiacheng Yao, Maolin Wang, Wanqi Chen, Chengxiang Jin, Jiajun Zhou, Shanqing Yu, Qi Xuan
Dual-view Aware Smart Contract Vulnerability Detection for Ethereum. CoRR (2024)
Chun Tian, Gengwei Zhai, Yingqi Gao, Chao Chen, Jiajun Zhou
Study on Creepage Control for PLS-160 Wheel-Rail Adhesion Test Rig Based on LADRC. Sensors 23 (4) (2023)
Rui Lin, Jason Chun Lok Li, Jiajun Zhou, Binxiao Huang, Jie Ran, Ngai Wong
Lite it fly: An All-Deformable-Butterfly Network. CoRR (2023)
Jiajun Zhou, Jiajun Wu, Yizhao Gao, Yuhao Ding, Chaofan Tao, Boyu Li, Fengbin Tu, Kwang-Ting Cheng, Hayden Kwok-Hay So, Ngai Wong
DyBit: Dynamic Bit-Precision Numbers for Efficient Quantized Neural Network Inference. CoRR (2023)
Chen Cheng, Can Zhao, Junda Chen, Weihao Li, Maoqi Zhang, Mingming Zhang, Yizhao Chen, Zihe Hu, Jiajun Zhou, Ming Tang
Inter-Core Crosstalk Sense-and-Compensate for Multi-Core Fiber Transmission with CAZAC Training Sequence. OFC (2023)
Jason Chun Lok Li, Rui Lin, Jiajun Zhou, Edmund Yin Mun Lam, Ngai Wong
A Unifying Tensor View for Lightweight CNNs. ASICON (2023)
Jiajun Wu, Jiajun Zhou, Yizhao Gao, Yuhao Ding, Ngai Wong, Hayden Kwok-Hay So
MSD: Mixing Signed Digit Representations for Hardware-efficient DNN Acceleration on FPGA with Heterogeneous Resources. FCCM (2023)
Jiajun Zhou, Liang Gao, Chao Lu
Solving multi-task manufacturing cloud service allocation problems via bee colony optimizer with transfer learning. Adv. Eng. Informatics 56 (2023)
Binxiao Huang, Jason Chun Lok Li, Jie Ran, Boyu Li, Jiajun Zhou, Dahai Yu, Ngai Wong
Hundred-Kilobyte Lookup Tables for Efficient Single-Image Super-Resolution. CoRR (2023)
Chengxiang Jin, Jiajun Zhou, Shengbo Gong, Chenxuan Xie, Qi Xuan
Multi-triplet Feature Augmentation for Ponzi Scheme Detection in Ethereum. ICDM (Workshops) (2023)
Shengbo Gong, Jiajun Zhou, Qi Xuan
Clarify Confused Nodes Through Separated Learning. CoRR (2023)
Jason Chun Lok Li, Rui Lin, Jiajun Zhou, Edmund Yin Mun Lam, Ngai Wong
A Unifying Tensor View for Lightweight CNNs. CoRR (2023)
Jiajun Zhou, Zhi Chen, Min Du, Lihong Chen, Shanqing Yu, Guanrong Chen, Qi Xuan
RobustECD: Enhancement of Network Structure for Robust Community Detection. IEEE Trans. Knowl. Data Eng. 35 (1) (2023)
Jie Ran, Rui Lin, Jason Chun Lok Li, Jiajun Zhou, Ngai Wong
PECAN: A Product-Quantized Content Addressable Memory Network. DATE (2023)
Jiajun Zhou, Shijie Rao, Liang Gao
An ensemble knowledge transfer framework for evolutionary multi-task optimization. Swarm Evol. Comput. 83 (2023)
Jiajun Zhou, Liang Gao, Chao Lu, Xifan Yao
Towards multi-task transfer optimization of cloud service collaboration in industrial internet platform. Robotics Comput. Integr. Manuf. 80 (2023)
Chenxuan Xie, Jiajun Zhou, Shengbo Gong, Jiacheng Wan, Jiaxu Qian, Shanqing Yu, Qi Xuan, Xiaoniu Yang
PathMLP: Smooth Path Towards High-order Homophily. CoRR (2023)
Shengbo Gong, Jiajun Zhou, Chenxuan Xie, Qi Xuan
Neighborhood Homophily-Guided Graph Convolutional Network. CoRR (2023)
Wenyong Zhou, Yuan Ren, Jiajun Zhou, Tianshu Hou, Ngai Wong
A Time- and Energy-Efficient CNN with Dense Connections on Memristor-Based Chips. ASICON (2023)
Chengxiang Jin, Jiajun Zhou, Shengbo Gong, Chenxuan Xie, Qi Xuan
Multi-triplet Feature Augmentation for Ponzi Scheme Detection in Ethereum. CoRR (2023)
Shengbo Gong, Jiajun Zhou, Chenxuan Xie, Qi Xuan
Neighborhood Homophily-based Graph Convolutional Network. CIKM (2023)
Jiajun Zhou, Shijie Rao, Liang Gao, Chunjiang Zhang, Hongtao Tang, Yun Li, Felix T. S. Chan
Solving many-task optimization problems via online intertask learning. Expert Syst. Appl. 225 (2023)
Jiajun Zhou, Chenkai Hu, Jianlei Chi, Jiajing Wu, Meng Shen, Qi Xuan
Behavior-Aware Account De-Anonymization on Ethereum Interaction Graph. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Panpan Li, Shengbo Gong, Shaocong Xu, Jiajun Zhou, Shanqing Yu, Qi Xuan
Cross Cryptocurrency Relationship Mining for Bitcoin Price Prediction. CoRR (2022)
Panpan Li, Yunyi Xie, Xinyao Xu, Jiajun Zhou, Qi Xuan
Phishing Fraud Detection on Ethereum Using Graph Neural Network. BlockSys (2022)
Chengxiang Jin, Jie Jin, Jiajun Zhou, Jiajing Wu, Qi Xuan
Heterogeneous Feature Augmentation for Ponzi Detection in Ethereum. CoRR (2022)
Shanqing Yu, Yijun Wu, Ran Gan, Jiajun Zhou, Ziwan Zheng, Qi Xuan
Discover Important Paths in the Knowledge Graph Based on Dynamic Relation Confidence. CoRR (2022)
Jiajun Zhou, Chenxuan Xie, Zhenyu Wen, Xiangyu Zhao, Qi Xuan
Data Augmentation on Graphs: A Survey. CoRR (2022)
Panpan Li, Yunyi Xie, Xinyao Xu, Jiajun Zhou, Qi Xuan
Phishing Fraud Detection on Ethereum using Graph Neural Network. CoRR (2022)
Jie Ran, Rui Lin, Jason Chun Lok Li, Jiajun Zhou, Ngai Wong
PECAN: A Product-Quantized Content Addressable Memory Network. CoRR (2022)
Chengxiang Jin, Jie Jin, Jiajun Zhou, Jiajing Wu, Qi Xuan
Heterogeneous Feature Augmentation for Ponzi Detection in Ethereum. IEEE Trans. Circuits Syst. II Express Briefs 69 (9) (2022)
Jiajun Zhou, Shijie Rao, Liang Gao, Chao Lu, Jun Zheng, Felix T. S. Chan
Self-regulated bi-partitioning evolution for many-objective optimization. Inf. Sci. 589 (2022)
Panpan Li, Shengbo Gong, Shaocong Xu, Jiajun Zhou, Shanqing Yu, Qi Xuan
Cross Cryptocurrency Relationship Mining for Bitcoin Price Prediction. BlockSys (2022)
Shanqing Yu, Shihan Zhang, Jianlin Zhang, Jiajun Zhou, Qi Xuan, Bing Li, Xiaojuan Hu
SubGraph Networks based Entity Alignment for Cross-lingual Knowledge Graph. CoRR (2022)
Chao Lu, Yuanxiang Huang, Leilei Meng, Liang Gao, Biao Zhang, Jiajun Zhou
A Pareto-based collaborative multi-objective optimization algorithm for energy-efficient scheduling of distributed permutation flow-shop with limited buffers. Robotics Comput. Integr. Manuf. 74 (2022)
Jiajun Zhou, Chenkai Hu, Jianlei Chi, Jiajing Wu, Meng Shen, Qi Xuan
Behavior-aware Account De-anonymization on Ethereum Interaction Graph. CoRR (2022)
Chengxiang Jin, Jiajun Zhou, Jie Jin, Jiajing Wu, Qi Xuan
Time-aware Metapath Feature Augmentation for Ponzi Detection in Ethereum. CoRR (2022)
Chunjiang Zhang, Liang Gao, Xinyu Li, Weiming Shen, Jiajun Zhou, Kay Chen Tan
Resetting Weight Vectors in MOEA/D for Multiobjective Optimization Problems With Discontinuous Pareto Front. IEEE Trans. Cybern. 52 (9) (2022)
Jie Jin, Jiajun Zhou, Chengxiang Jin, Shanqing Yu, Ziwan Zheng, Qi Xuan
Dual-channel Early Warning Framework for Ethereum Ponzi Schemes. CoRR (2022)
Jiajun Zhou, Xifan Yao, Liang Gao, Chengyu Hu
An indicator and adaptive region division based evolutionary algorithm for many-objective optimization. Appl. Soft Comput. 99 (2021)
Jinhuan Wang, Pengtao Chen, Bin Ma, Jiajun Zhou, Zhongyuan Ruan, Guanrong Chen, Qi Xuan
Sampling Subgraph Network With Application to Graph Classification. IEEE Trans. Netw. Sci. Eng. 8 (4) (2021)
Jiajun Zhou, Chenkai Hu, Shengbo Gong, Jiaying Xu, Jie Shen, Qi Xuan
BlockGC: A Joint Learning Framework for Account Identity Inference on Blockchain with Graph Contrast. CoRR (2021)
Jiajun Zhou, Qi Xuan
Subgraph Contrastive Link Representation Learning. CoRR (2021)
Jie Shen, Jiajun Zhou, Yunyi Xie, Shanqing Yu, Qi Xuan
Identity Inference on Blockchain using Graph Neural Network. CoRR (2021)
Jinhuan Wang, Pengtao Chen, Bin Ma, Jiajun Zhou, Zhongyuan Ruan, Guanrong Chen, Qi Xuan
Sampling Subgraph Network with Application to Graph Classification. CoRR (2021)
Jie Shen, Jiajun Zhou, Yunyi Xie, Shanqing Yu, Qi Xuan
Identity Inference on Blockchain Using Graph Neural Network. BlockSys (2021)
Jiajun Zhou, Liang Gao, Xinyu Li, Chunjiang Zhang, Chengyu Hu
Hyperplane-driven and projection-assisted search for solving many-objective optimization problems. Inf. Sci. 574 (2021)
Jiajun Zhou, Jie Shen, Shanqing Yu, Guanrong Chen, Qi Xuan
Corrections to "M-Evolve: Structural-Mapping-Based Data Augmentation for Graph Classification". IEEE Trans. Netw. Sci. Eng. 8 (2) (2021)
Jiajun Zhou, Jie Shen, Shanqing Yu, Guanrong Chen, Qi Xuan
M-Evolve: Structural-Mapping-Based Data Augmentation for Graph Classification. IEEE Trans. Netw. Sci. Eng. 8 (1) (2021)
Jiajun Zhou, Liang Gao, Xinyu Li
Ensemble of Dynamic Resource Allocation Strategies for Decomposition-Based Multiobjective Optimization. IEEE Trans. Evol. Comput. 25 (4) (2021)
Jiajun Zhou, Jie Shen, Qi Xuan
Data Augmentation for Graph Classification. CIKM (2020)
Jiajun Zhou, Liang Gao, Xifan Yao, Chunjiang Zhang, Felix T. S. Chan, Yingzi Lin
Evolutionary many-objective assembly of cloud services via angle and adversarial direction driven search. Inf. Sci. 513 (2020)
Jiajun Zhou, Jie Shen, Qi Xuan
Data Augmentation for Graph Classification. CoRR (2020)
Mengling Wu, Chao Chen, Chun Tian, Jiajun Zhou
Precise Train Stopping Algorithm Based on Deceleration Control. ICITE (2020)
Jiajun Zhou, Liang Gao, Xifan Yao, Chunjiang Zhang, Felix T. S. Chan, Yingzi Lin
An adaptive dual-population evolutionary paradigm with adversarial search: Case study on many-objective service consolidation. Appl. Soft Comput. 90 (2020)
Jiajun Zhou, Jie Shen, Shanqing Yu, Guanrong Chen, Qi Xuan
M-Evolve: Structural-Mapping-Based Data Augmentation for Graph Classification. CoRR (2020)
Fuqiang Lin, Xingkong Ma, Yaofeng Chen, Jiajun Zhou, Bo Liu
PC-SAN: Pretraining-Based Contextual Self-Attention Model for Topic Essay Generation. KSII Trans. Internet Inf. Syst. 14 (8) (2020)
Jiajun Zhou, Zhi Chen, Min Du, Lihong Chen, Shanqing Yu, Feifei Li, Guanrong Chen, Qi Xuan
Adversarial Enhancement for Community Detection in Complex Networks. CoRR (2019)
Jiajun Zhou, Xifan Yao, Felix T. S. Chan, Yingzi Lin, Hong Jin, Liang Gao, Xuping Wang
An individual dependent multi-colony artificial bee colony algorithm. Inf. Sci. 485 (2019)
Jiajun Zhou, Liang Gao, Xifan Yao, Chunjiang Zhang, Felix T. S. Chan, Yingzi Lin
Evolutionary algorithms for many-objective cloud service composition: Performance assessments and comparisons. Swarm Evol. Comput. 51 (2019)
Lin Gan, Jiajun Zhou, Li Shen, Xiancong Guo, Yanlin Wang, Chen Yang, Weijun Tong, Li Xia, Songnian Fu, Ming Tang, Deming Liu
Ultra-Low Crosstalk Fused Taper Type Fan-In/Fan-Out Devices for Multicore Fibers. OFC (2019)
Jiajun Zhou, Xifan Yao, Felix T. S. Chan, Liang Gao, Xuan Jing, Xinyu Li, Yingzi Lin, Yun Li
A decomposition based evolutionary algorithm with direction vector adaption and selection enhancement. Inf. Sci. 501 (2019)
Jiajun Zhou, Liang Gao, Xifan Yao, Felix T. S. Chan, Jianming Zhang, Xinyu Li, Yingzi Lin
A decomposition and statistical learning based many-objective artificial bee colony optimizer. Inf. Sci. 496 (2019)
Xifan Yao, Jiajun Zhou, Yingzi Lin, Yun Li, Hongnian Yu, Ying Liu
Smart manufacturing based on cyber-physical systems and beyond. J. Intell. Manuf. 30 (8) (2019)
Jiajun Zhou, Xifan Yao, Yingzi Lin, Felix T. S. Chan, Yun Li
An adaptive multi-population differential artificial bee colony algorithm for many-objective service composition in cloud manufacturing. Inf. Sci. 456 (2018)
Jiajun Zhou, Bo Liu, Lu Deng, Yaofeng Chen, Zhefeng Xiao
On Random Walk Based Weighted Graph Sampling. IEICE Trans. Inf. Syst. (2) (2018)
Jiajun Zhou, Xifan Yao
Multi-population parallel self-adaptive differential artificial bee colony algorithm with application in large-scale service composition for cloud manufacturing. Appl. Soft Comput. 56 (2017)
Jiajun Zhou, Xifan Yao
A hybrid approach combining modified artificial bee colony and cuckoo search algorithms for multi-objective cloud manufacturing service composition. Int. J. Prod. Res. 55 (16) (2017)
Jiajun Zhou, Xifan Yao, Jianming Zhang
Big Data in Wisdom Manufacturing for Industry 4.0. ES (2017)
Xifan Yao, Jiajun Zhou, Jiangming Zhang, Claudio Roberto Boër
From Intelligent Manufacturing to Smart Manufacturing for Industry 4.0 Driven by Next Generation Artificial Intelligence and Further On. ES (2017)
Yong Li, Bin Yong, Peter van Oosterom, Mathias Lemmens, Huayi Wu, Liliang Ren, Mingxue Zheng, Jiajun Zhou
Airborne LiDAR Data Filtering Based on Geodesic Transformations of Mathematical Morphology. Remote. Sens. 9 (11) (2017)
Jiangming Zhang, Xifan Yao, Jiajun Zhou, Jingfa Jiang, Xinzhun Chen
Self-Organizing Manufacturing: Current Status and Prospect for Industry 4.0. ES (2017)
Jiajun Zhou, Xifan Yao
Multi-objective hybrid artificial bee colony algorithm enhanced with Lévy flight and self-adaption for cloud manufacturing service composition. Appl. Intell. 47 (3) (2017)